Article

Mamman, H. and Basri, S. and Balogun, A.O. and Imam, A.A. and Kumar, G. and Capretz, L.F. (2024) BiasTrap: Runtime Detection of Biased Prediction in Machine Learning Systems. Journal of Advanced Research in Applied Sciences and Engineering Technology, 40 (2). pp. 127-139.

Usman-Hamza, F.E. and Balogun, A.O. and Nasiru, S.K. and Capretz, L.F. and Mojeed, H.A. and Salihu, S.A. and Akintola, A.G. and Mabayoje, M.A. and Awotunde, J.B. (2024) Empirical analysis of tree-based classification models for customer churn prediction. Scientific African, 23. ISSN 24682276

Usman-Hamza, F.E. and Balogun, A.O. and Amosa, R.T. and Capretz, L.F. and Mojeed, H.A. and Salihu, S.A. and Akintola, A.G. and Mabayoje, M.A. (2024) Sampling-based novel heterogeneous multi-layer stacking ensemble method for telecom customer churn prediction. Scientific African, 24.

Kumar, G. and Imam, A.A. and Mamman, H. and Basri, S. and Balogun, A.O. and Capretz, L.F. (2023) A Novel Multidimensional Reference Model for Heterogeneous Textual Datasets using Context, Semantic and Syntactic Clues. International Journal of Advanced Computer Science and Applications, 14 (10). pp. 754-763.

Mamman, H. and Balogun, A.O. and Basri, S. and Capretz, L.F. and Adeyemo, V.E. and Imam, A.A. and Kumar, G. (2023) Software Requirement Risk Prediction Using Enhanced Fuzzy Induction Models. Electronics (Switzerland), 12 (18).

Amin, A. and Rehman, M. and Basri, S. and Capretz, L.F. and Goraya, M.A.S. and Akbar, R. (2023) The impact of stressors on the relationship between personality traits, knowledge collection behaviour and programmer creativity intention in software engineering. Information and Software Technology, 163. ISSN 09505849

Al-Ashmori, A. and Basri, S.B. and Dominic, P.D.D. and Capretz, L.F. and Muneer, A. and Balogun, A.O. and Gilal, A.R. and Ali, R.F. (2022) Classifications of Sustainable Factors in Blockchain Adoption: A Literature Review and Bibliometric Analysis. Sustainability (Switzerland), 14 (9). ISSN 20711050

Abdullahi, M. and Baashar, Y. and Alhussian, H. and Alwadain, A. and Aziz, N. and Capretz, L.F. and Abdulkadir, S.J. (2022) Detecting Cybersecurity Attacks in Internet of Things Using Artificial Intelligence Methods: A Systematic Literature Review. Electronics (Switzerland), 11 (2). ISSN 20799292

Baashar, Y. and Alkawsi, G. and Alhussian, H. and Capretz, L.F. and Alwadain, A. and Alkahtani, A.A. and Almomani, M. (2022) Effectiveness of Artificial Intelligence Models for Cardiovascular Disease Prediction: Network Meta-Analysis. Computational Intelligence and Neuroscience, 2022. ISSN 16875265

Baashar, Y. and Alkawsi, G. and Ahmad, W.N.W. and Alhussian, H. and Alwadain, A. and Capretz, L.F. and Babiker, A. and Alghail, A. (2022) Effectiveness of Using Augmented Reality for Training in the Medical Professions: Meta-analysis. JMIR Serious Games, 10 (3). ISSN 22919279

Akintola, A.G. and Balogun, A.O. and Capretz, L.F. and Mojeed, H.A. and Basri, S. and Salihu, S.A. and Usman-Hamza, F.E. and Sadiku, P.O. and Balogun, G.B. and Alanamu, Z.O. (2022) Empirical Analysis of Forest Penalizing Attribute and Its Enhanced Variations for Android Malware Detection. Applied Sciences (Switzerland), 12 (9). ISSN 20763417

Usman-Hamza, F.E. and Balogun, A.O. and Capretz, L.F. and Mojeed, H.A. and Mahamad, S. and Salihu, S.A. and Akintola, A.G. and Basri, S. and Amosa, R.T. and Salahdeen, N.K. (2022) Intelligent Decision Forest Models for Customer Churn Prediction. Applied Sciences (Switzerland), 12 (16). ISSN 20763417

Capretz, L.F. and Jia, J. and Waychal, P. and Basri, S. (2022) Social Aspects of Software Testing: Comparative Studies in Asia. Lecture Notes in Networks and Systems, 468 LN. pp. 346-355. ISSN 23673370

Balogun, A.O. and Almomani, M. and Basri, S. and Almomani, O. and Capretz, L.F. and Khan, A.A. and Gilal, A.R. and Baashar, Y. (2022) Towards the sustainability of small and medium software enterprises through the implementation of software process improvement: Empirical investigation. Journal of Software: Evolution and Process, 34 (8). ISSN 20477481

Kumar, G. and Basri, S. and Imam, A.A. and Khowaja, S.A. and Capretz, L.F. and Balogun, A.O. (2021) Data harmonization for heterogeneous datasets: A systematic literature review. Applied Sciences (Switzerland), 11 (17). ISSN 20763417

Balogun, A.O. and Basri, S. and Mahamad, S. and Abdulkadir, S.J. and Capretz, L.F. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) Empirical analysis of rank aggregation-based multi-filter feature selection methods in software defect prediction. Electronics (Switzerland), 10 (2). pp. 1-16. ISSN 20799292

Alazzawi, A.K. and Rais, H.M. and Basri, S. and Alsariera, Y.A. and Capretz, L.F. and Imam, A.A. and Balogun, A.O. (2021) HABCSm: A Hamming Based t -way Strategy based on Hybrid Artificial Bee Colony for Variable Strength Test Sets Generation. International Journal of Computers, Communications and Control, 16 (5). pp. 1-18. ISSN 18419836

Balogun, A.O. and Basri, S. and Capretz, L.F. and Mahamad, S. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Alazzawi, A.K. and Bajeh, A.O. and Kumar, G. (2021) Software defect prediction using wrapper feature selection based on dynamic re-reranking strategy. Symmetry, 13 (11). ISSN 20738994

Balogun, A.O. and Basri, S. and Capretz, L.F. and Mahamad, S. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) An adaptive rank aggregation-based ensemble multi-filter feature selection method in software defect prediction. Entropy, 23 (10). ISSN 10994300

Balogun, A.O. and Basri, S. and Mahamad, S. and Capretz, L.F. and Imam, A.A. and Almomani, M.A. and Adeyemo, V.E. and Kumar, G. (2021) A novel rank aggregation-based hybrid multifilter wrapper feature selection method in software defect prediction. Computational Intelligence and Neuroscience, 2021. ISSN 16875265

Imam, A.A. and Basri, S. and Ahmad, R. and Wahab, A.A. and González-Aparicio, M.T. and Capretz, L.F. and Alazzawi, A.K. and Balogun, A.O. (2020) Dsp: Schema design for non-relational applications. Symmetry, 12 (11). pp. 1-33. ISSN 20738994

Almomani, M.A. and Basri, S. and Almomani, O. and Capretz, L.F. and Balogun, A. and Husni, M. and Gilal, A.R. (2020) Using an Expert Panel to Validate the Malaysian SMEs-Software Process Improvement Model (MSME-SPI). Advances in Intelligent Systems and Computing, 1294. pp. 844-859. ISSN 21945357

Gilal, A.R. and Jaafar, J. and Capretz, L.F. and Omar, M. and Basri, S. and Aziz, I.A. (2018) Finding an effective classification technique to develop a software team composition model. Journal of Software: Evolution and Process, 30 (1). ISSN 20477481

Conference or Workshop Item

Mamman, H. and Basri, S. and Balogun, A.O. and Imam, A.A. and Kumar, G. and Capretz, L.F. (2023) Search-Based Fairness Testing: An Overview. In: UNSPECIFIED.

Capretz, L.F. and Gilal, A.R. (2022) What Pakistani Computer Science and Software Engineering Students Think about Software Testing? In: UNSPECIFIED.

Capretz, L.F. and Basri, S. and Adili, M. and Amin, A. (2020) What Malaysian Software Students Think about Testing? In: UNSPECIFIED.

Raza, A. and Capretz, L.F. and Basri, S.B. (2019) An Empirical Study of User Support Tools in Open Source Software. In: UNSPECIFIED.